Interactive 'shiny' GUI for the 'earth' Package R package earthUI version 0.1.3 Provides a 'shiny'-based graphical user interface for the 'earth' package, enabling interactive building and exploration of Multivariate Adaptive Regression Splines (MARS) models. Features include data import from CSV and 'Excel' files, automatic detection of categorical variables, interactive control of interaction terms via an allowed matrix, comprehensive model diagnostics with variable importance and partial dependence plots, and publication-quality report generation via 'Quarto'. Software Depends: R (>= 4.1.0) Imports: earth (>= 5.3.0), ggplot2, readxl, shiny, stats, tools, utils Suggests: bslib, callr, DBI, DT, jsonlite, knitr, plotly, quarto, rmarkdown, RSQLite, showtext, sysfonts, testthat (>= 3.0.0), openxlsx, writexl William Craytor <bcraytor@proton.me> Comprehensive R Archive Network (CRAN) William Craytor [aut, cre] AGPL (>= 3) 2026-03-18 application/tgz https://CRAN.R-project.org/package=earthUI doi:10.32614/CRAN.package.earthUI